Weakly paired multimodal fusion using multilayer extreme learning machine
Sign Up to like & getrecommendations! Published in 2018 at "Soft Computing"
DOI: 10.1007/s00500-018-3108-y
Abstract: Multimodal data have recently become nearly ubiquitous in the real world. Exploring the multimodal fusion is beneficial to improve the performance of the system. However, it is difficult to ensure that data collected from different… read more here.
Keywords: multimodal fusion; extreme learning; paired multimodal; weakly paired ... See more keywords
A multi-view latent variable model reveals cellular heterogeneity in complex tissues for paired multimodal single-cell data
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DOI: 10.1093/bioinformatics/btad005
Abstract: Abstract Motivation Single-cell multimodal assays allow us to simultaneously measure two different molecular features of the same cell, enabling new insights into cellular heterogeneity, cell development and diseases. However, most existing methods suffer from inaccurate… read more here.
Keywords: cell; paired multimodal; single cell; multi view ... See more keywords